Split (1)

train · 3.79M rows

symbol string	datetime string	over_shorted float64	over_shorted_chg float64	short_interest float64	number_of_shares float64	short_percentage float64	short_prediction float64	days_to_cover float64	market_cap float64	total_revenue float64	volume float64
ZUMZ	2019-03-15	0.077	0.014	2,638,502	25,529,168	0.786	0.709	1.087	612.700012	300,581,440	969,314.8125
ZUMZ	2019-03-22	0.028	-0.049	2,638,502	25,521,990	0.787	0.759	0.785	574.5	304,564,992	514,984.8125
ZUMZ	2019-03-29	0.049	0.021	2,638,502	25,520,290	0.787	0.738	0.809	635.200012	296,928,576	384,332.40625
ZUMZ	2019-04-05	0.048	0	2,878,560	25,520,914	0.795	0.747	0.616	671.200012	289,292,160	333,142.03125
ZUMZ	2019-04-12	0.069	0.02	2,878,560	25,519,166	0.794	0.725	0.464	685.700012	281,655,744	323,249.1875
ZUMZ	2019-04-19	0.098	0.029	3,016,255	25,519,186	0.801	0.703	0.609	678.299988	274,019,328	295,435.5
ZUMZ	2019-04-26	0.069	-0.028	3,016,255	25,522,226	0.8	0.731	0.704	706.200012	266,382,912	289,033.96875
ZUMZ	2019-05-03	0.175	0.106	3,143,574	25,519,672	0.803	0.628	0.487	687.5	258,746,496	293,782.59375
ZUMZ	2019-05-10	0.106	-0.07	3,143,574	25,522,692	0.805	0.699	0.507	629.900024	251,110,080	247,636.40625
ZUMZ	2019-05-17	0.105	-0.001	3,038,351	25,519,568	0.802	0.697	0.673	567.299988	243,473,664	330,534.03125
ZUMZ	2019-05-24	0.085	-0.02	3,038,351	25,522,460	0.803	0.718	0.759	539.799988	235,837,248	296,325.40625
ZUMZ	2019-05-31	0.099	0.014	2,824,256	25,520,728	0.795	0.697	0.489	504.799988	228,200,832	344,485.25
ZUMZ	2019-06-07	0.056	-0.043	2,824,256	25,519,630	0.795	0.739	0.699	552.5	220,564,416	910,478.1875
ZUMZ	2019-06-14	0.057	0.002	2,824,256	25,740,660	0.794	0.737	0.664	599.5	212,928,000	636,661.1875
ZUMZ	2019-06-21	0.004	-0.053	2,752,814	25,739,962	0.786	0.781	0.727	673.099976	214,120,080	459,262.03125
ZUMZ	2019-06-28	0.003	-0.001	2,752,814	25,739,462	0.786	0.783	0.688	671.799988	215,312,160	414,856.40625
ZUMZ	2019-07-05	0.211	0.208	3,189,788	25,739,098	0.805	0.594	0.592	666.900024	216,504,224	211,785.5
ZUMZ	2019-07-12	-0.023	-0.234	3,189,788	25,738,888	0.804	0.828	0.573	642.700012	217,696,304	352,372.59375
ZUMZ	2019-07-19	0.083	0.107	3,430,708	25,740,366	0.809	0.725	0.635	634.5	218,888,384	327,169.1875
ZUMZ	2019-07-26	-0.009	-0.092	3,430,708	25,739,030	0.809	0.818	0.439	668.700012	220,080,480	314,090.59375
ZUMZ	2019-08-02	0.043	0.052	3,354,924	25,740,658	0.806	0.763	0.494	585.599976	221,272,544	280,736
ZUMZ	2019-08-09	0.03	-0.013	3,354,924	25,740,500	0.807	0.776	0.501	589.200012	222,464,608	274,387
ZUMZ	2019-08-16	0.055	0.025	3,577,359	25,739,722	0.818	0.763	0.552	607.200012	223,656,688	347,610.1875
ZUMZ	2019-08-23	0.027	-0.029	3,577,359	25,739,796	0.817	0.791	0.855	605.400024	224,848,768	267,930.8125
ZUMZ	2019-08-30	0.063	0.037	3,809,045	25,739,030	0.822	0.758	0.514	668.700012	226,040,848	311,393.8125
ZUMZ	2019-09-06	0.07	0.006	3,809,045	25,740,800	0.822	0.752	0.561	790.5	227,232,928	1,450,586
ZUMZ	2019-09-13	0.012	-0.058	3,809,045	25,765,070	0.821	0.809	0.532	833.5	228,424,992	939,059
ZUMZ	2019-09-20	0.007	-0.005	3,848,203	25,765,090	0.821	0.814	0.359	789.700012	231,163,232	727,127.8125
ZUMZ	2019-09-27	-0.012	-0.019	3,848,203	25,764,176	0.821	0.833	0.528	774.599976	233,901,456	407,150.8125
ZUMZ	2019-10-04	-0.005	0.007	3,245,154	25,765,158	0.8	0.804	0.48	803.099976	236,639,696	420,203.40625
ZUMZ	2019-10-11	-0.031	-0.026	3,245,154	25,764,668	0.8	0.831	0.645	803.599976	239,377,920	391,144.1875
ZUMZ	2019-10-18	0.032	0.062	3,946,356	25,762,402	0.824	0.792	0.375	841.400024	242,116,160	379,137
ZUMZ	2019-10-25	0	-0.032	3,946,356	25,764,458	0.823	0.823	0.414	851	244,854,384	353,265.96875
ZUMZ	2019-11-01	0.065	0.065	3,557,138	25,762,604	0.813	0.748	0.592	822.599976	247,592,608	208,418.40625
ZUMZ	2019-11-08	0.036	-0.029	3,557,138	25,765,240	0.814	0.777	0.639	794.599976	250,330,848	304,159.59375
ZUMZ	2019-11-15	0.046	0.01	2,759,146	25,763,046	0.778	0.731	0.847	785	253,069,072	236,800.40625
ZUMZ	2019-11-22	-0.001	-0.048	2,759,146	25,765,360	0.778	0.779	0.909	742.299988	255,807,312	379,239.1875
ZUMZ	2019-11-29	0.02	0.021	2,759,146	25,765,062	0.778	0.758	0.552	761.099976	258,545,536	511,335.75
ZUMZ	2019-12-06	-0.007	-0.027	2,681,660	25,762,616	0.772	0.78	1.044	913.799988	261,283,776	1,217,070.25
ZUMZ	2019-12-13	-0.061	-0.054	2,681,660	25,804,438	0.773	0.834	0.712	826	264,022,000	698,339.375
ZUMZ	2019-12-20	-0.075	-0.014	2,004,241	25,803,514	0.732	0.807	1.084	822.099976	268,645,632	592,271.8125
ZUMZ	2019-12-27	-0.037	0.039	2,004,241	25,803,492	0.732	0.769	0.972	843	273,269,280	253,389.25
ZUMZ	2020-01-03	0.021	0.058	1,856,162	25,802,542	0.72	0.698	1.03	872.900024	277,892,928	444,484.5
ZUMZ	2020-01-10	0.012	-0.01	1,856,162	25,802,250	0.72	0.708	0.864	871.599976	282,516,576	311,871.40625
ZUMZ	2020-01-17	0.045	0.033	2,120,004	25,803,650	0.735	0.69	0.699	891	287,140,224	512,507.1875
ZUMZ	2020-01-24	0.049	0.004	2,120,004	25,803,740	0.735	0.686	0.843	828.299988	291,763,872	442,117.25
ZUMZ	2020-01-31	0.07	0.021	2,320,317	25,803,658	0.749	0.679	0.886	804.299988	296,387,488	270,789.59375
ZUMZ	2020-02-07	0.098	0.028	2,320,317	25,803,010	0.749	0.651	0.64	822.599976	301,011,136	207,392.796875
ZUMZ	2020-02-14	0.121	0.023	2,320,317	25,801,900	0.749	0.628	0.725	841.400024	305,634,784	220,856.203125
ZUMZ	2020-02-21	0.092	-0.029	2,045,871	25,802,038	0.738	0.646	0.948	810.700012	310,258,432	201,799.5
ZUMZ	2020-02-28	0.12	0.027	2,045,871	25,804,748	0.739	0.619	1.19	684.599976	314,882,080	298,827
ZUMZ	2020-03-06	0.115	-0.005	1,958,143	25,802,714	0.734	0.619	1.17	646.099976	319,505,728	385,723.1875
ZUMZ	2020-03-13	0.124	0.009	1,958,143	25,803,758	0.735	0.611	1.227	494.399994	324,129,344	654,498.375
ZUMZ	2020-03-20	0.085	-0.039	1,906,883	25,804,470	0.728	0.643	0.904	461.899994	328,752,992	892,068.8125
ZUMZ	2020-03-27	0.052	-0.033	1,906,883	25,804,236	0.728	0.676	1.142	450.799988	312,837,920	483,128
ZUMZ	2020-04-03	0.022	-0.03	1,616,640	25,808,672	0.693	0.671	0.881	375	296,922,848	507,180.40625
ZUMZ	2020-04-10	0.026	0.004	1,616,640	25,804,388	0.693	0.667	1.408	564.599976	281,007,744	600,287.75
ZUMZ	2020-04-17	0.049	0.023	1,685,851	25,804,068	0.713	0.665	1.196	558.400024	265,092,672	425,961
ZUMZ	2020-04-24	0.062	0.014	1,685,851	25,806,278	0.714	0.652	1.059	484.899994	249,177,584	330,245.59375
ZUMZ	2020-05-01	0.042	-0.02	1,558,231	25,805,542	0.696	0.654	1.129	549.400024	233,262,496	386,983.40625
ZUMZ	2020-05-08	0.071	0.029	1,558,231	25,807,560	0.696	0.625	1.174	525.700012	217,347,424	263,852.40625
ZUMZ	2020-05-15	0.033	-0.038	1,270,324	25,804,930	0.652	0.619	1.391	492.100006	201,432,336	275,775.59375
ZUMZ	2020-05-22	0.02	-0.013	1,270,324	25,805,242	0.652	0.632	1.642	551.200012	185,517,248	278,245.40625
ZUMZ	2020-05-29	0.012	-0.008	1,270,324	25,806,320	0.652	0.64	1.874	628.900024	169,602,160	445,320
ZUMZ	2020-06-05	-0.014	-0.026	1,194,759	25,807,874	0.634	0.648	2.794	760.299988	153,687,088	568,746.375
ZUMZ	2020-06-12	-0.032	-0.018	1,194,759	25,429,658	0.638	0.67	1.393	668.799988	137,772,000	407,905.40625
ZUMZ	2020-06-19	-0.018	0.014	1,215,369	25,430,068	0.647	0.665	1.134	680	146,435,088	339,068.40625
ZUMZ	2020-06-26	-0.019	-0.001	1,215,369	25,432,098	0.647	0.667	1.347	659.200012	155,098,160	290,884.1875
ZUMZ	2020-07-03	0.042	0.061	1,396,111	25,430,942	0.678	0.637	1.434	705.200012	163,761,232	260,994
ZUMZ	2020-07-10	0.046	0.005	1,396,111	25,429,124	0.679	0.632	1.33	654.799988	172,424,304	289,855
ZUMZ	2020-07-17	0.045	-0.001	1,371,751.875	25,431,764	0.655	0.61	1.716	659.700012	181,087,392	236,200.40625
ZUMZ	2020-07-24	0.053	0.008	1,371,751.875	25,430,800	0.654	0.601	1.421	652.299988	189,750,464	309,191.40625
ZUMZ	2020-07-31	0.062	0.009	1,329,617	25,432,900	0.651	0.589	1.181	587.5	198,413,536	260,460
ZUMZ	2020-08-07	0.066	0.004	1,329,617	25,432,774	0.653	0.587	1.38	605.299988	207,076,608	312,508.1875
ZUMZ	2020-08-14	0.085	0.019	1,329,617	25,430,652	0.657	0.572	1.155	628.900024	215,739,696	229,930.40625
ZUMZ	2020-08-21	0.097	0.013	1,532,706	25,432,468	0.69	0.593	1.295	596.900024	224,402,768	323,191.1875
ZUMZ	2020-08-28	0.098	0.001	1,532,706	25,429,118	0.69	0.592	1.048	663.700012	233,065,840	354,952.8125
ZUMZ	2020-09-04	0.04	-0.058	1,136,216.125	25,430,560	0.634	0.594	1.564	694	241,728,928	383,309
ZUMZ	2020-09-11	0.059	0.02	1,136,216.125	25,446,554	0.634	0.574	1.363	723.700012	250,392,000	967,145
ZUMZ	2020-09-18	0.066	0.007	1,525,398	25,444,850	0.692	0.626	1.283	763.599976	251,973,536	597,686.625
ZUMZ	2020-09-25	0.047	-0.019	1,525,398	25,445,508	0.691	0.643	1.07	691.099976	253,555,072	314,118.03125
ZUMZ	2020-10-02	0.023	-0.024	1,413,357	25,445,508	0.676	0.653	1.823	716.799988	255,136,608	305,073.8125
ZUMZ	2020-10-09	0.033	0.01	1,413,357	25,445,830	0.675	0.642	1.166	796.200012	256,718,160	304,416.59375
ZUMZ	2020-10-16	0.04	0.007	1,357,414	25,446,402	0.657	0.617	1.586	823.700012	258,299,696	256,391.203125
ZUMZ	2020-10-23	0.051	0.012	1,357,414	25,444,052	0.657	0.605	1.263	793.599976	259,881,232	208,962.59375
ZUMZ	2020-10-30	0.076	0.025	1,420,177	25,446,428	0.671	0.595	1.287	712.5	261,462,768	182,596
ZUMZ	2020-11-06	0.088	0.012	1,420,177	25,444,222	0.671	0.583	0.944	761.799988	263,044,304	173,684.984375
ZUMZ	2020-11-13	0.124	0.036	1,420,177	25,443,900	0.672	0.548	1.062	825.400024	264,625,824	299,751.40625
ZUMZ	2020-11-20	0.076	-0.048	1,408,340	25,444,604	0.668	0.592	1.336	884.200012	266,207,392	179,279.796875
ZUMZ	2020-11-27	0.082	0.006	1,408,340	25,445,068	0.667	0.585	1.08	951.900024	267,788,928	267,554.25
ZUMZ	2020-12-04	0.054	-0.029	1,201,881	25,443,900	0.64	0.587	2.04	934.299988	269,370,464	534,597
ZUMZ	2020-12-11	-0.009	-0.062	1,201,881	25,475,738	0.639	0.648	1.227	939.799988	270,952,000	269,502.1875
ZUMZ	2020-12-18	0.056	0.065	1,202,027	25,476,128	0.639	0.583	1.426	965.799988	275,279,424	297,313.96875
ZUMZ	2020-12-25	0.015	-0.041	1,202,027	25,476,260	0.639	0.624	1.651	917.400024	279,606,848	205,091.5
ZUMZ	2021-01-01	0.001	-0.015	964,983	25,475,804	0.595	0.594	1.451	937	283,934,272	175,656.5
ZUMZ	2021-01-08	0.004	0.003	964,983	25,474,526	0.596	0.592	1.53	1,020	288,261,728	237,011.015625
ZUMZ	2021-01-15	-0.039	-0.043	802,907	25,475,556	0.548	0.587	1.996	1,146.400024	292,589,152	217,588
ZUMZ	2021-01-22	-0.017	0.022	802,907	25,476,840	0.549	0.566	1.435	1,122	296,916,576	292,593.25
ZUMZ	2021-01-29	-0.028	-0.012	802,907	25,475,858	0.548	0.576	2.501	1,097.5	301,244,000	359,430.8125
ZUMZ	2021-02-05	-0.088	-0.06	663,800	25,476,552	0.506	0.594	3.251	1,178.800049	305,571,424	226,461.40625

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